Pedology and digital soil mapping (DSM)

The feasibility of predicting the spatial pattern of soil particle-size distribution using a pedogenesis model

(2019) Yuxin Ma et al.   GEODERMA

A mechanistic model to predict soil thickness in a valley area of Rio Grande do Sul, Brazil

(2018) Benito R. Bonfatti et al.   GEODERMA

Open digital mapping as a cost-effective method for mapping peat thickness and assessing the carbon stock of tropical peatlands

(2018) Rudiyanto et al.   GEODERMA

Multivariate mapping of soil with structural equation modelling

(2017) M. E. Angelini et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Accounting for taxonomic distance in accuracy assessment of soil class predictions

(2017) David G. Rossiter et al.   GEODERMA

Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran

(2017) Mojtaba Zeraatpisheh et al.   GEOMORPHOLOGY

Recent progress and future prospect of digital soil mapping: A review

(2017) Gan-lin ZHANG et al.   Journal of Integrative Agriculture

LORICA – A new model for linking landscape and soil profile evolution: Development and sensitivity analysis

(2016) Arnaud J.A.M. Temme et al.   COMPUTERS & GEOSCIENCES

A regolith depth map of the Australian continent

(2016) J.R. Wilford et al.   GEODERMA

Mapping the soils of an Argentine Pampas region using structural equation modelling

(2016) Marcos E. Angelini et al.   GEODERMA

Soil mapping, classification, and pedologic modeling: History and future directions

(2016) Eric C. Brevik et al.   GEODERMA

An overview and comparison of machine-learning techniques for classification purposes in digital soil mapping

(2016) Brandon Heung et al.   GEODERMA

Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data

(2016) Brendan P. Malone et al.   GEODERMA

POLARIS: A 30-meter probabilistic soil series map of the contiguous United States

(2016) Nathaniel W. Chaney et al.   GEODERMA

Assessment of soil organic carbon stocks under future climate and land cover changes in Europe

(2016) Yusuf Yigini et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Data-driven Critical Zone science: A new paradigm

(2016) Elisabeth N. Bui   SCIENCE OF THE TOTAL ENVIRONMENT

Change in Soil Organic Carbon Stocks under 12 Climate Change Projections over New South Wales, Australia

(2016) Jonathan M. Gray et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Soil polygon disaggregation through similarity-based prediction with legacy pedons

(2016) Feng Liu et al.   Journal of Arid Land

Resolving the integral connection between pedogenesis and landscape evolution

(2015) Budiman Minasny et al.   EARTH-SCIENCE REVIEWS

Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran

(2015) R. Taghizadeh-Mehrjardi et al.   GEODERMA

Comparing data mining and deterministic pedology to assess the frequency of WRB reference soil groups in the legend of small scale maps

(2015) Romina Lorenzetti et al.   GEODERMA

Machine learning for predicting soil classes in three semi-arid landscapes

(2015) Colby W. Brungard et al.   GEODERMA

Modelling the abundance of soil calcium carbonate across Australia using geochemical survey data and environmental predictors

(2015) John Wilford et al.   GEODERMA

Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran

(2014) Mohammad Reza Pahlavan Rad et al.   GEODERMA

Using model averaging to combine soil property rasters from legacy soil maps and from point data

(2014) Brendan P. Malone et al.   GEODERMA

Acacia, climate, and geochemistry in Australia

(2014) Elisabeth N. Bui et al.   PLANT AND SOIL

Predicting regolith thickness in the complex weathering setting of the central Mt Lofty Ranges, South Australia

(2013) J. Wilford et al.   GEODERMA

Disaggregating and harmonising soil map units through resampled classification trees

(2013) Nathan P. Odgers et al.   GEODERMA

Constructing a soil class map of Denmark based on the FAO legend using digital techniques

(2013) Kabindra Adhikari et al.   GEODERMA

How fast does soil grow?

(2013) Uta Stockmann et al.   GEODERMA

Predictive soil parent material mapping at a regional-scale: A Random Forest approach

(2013) Brandon Heung et al.   GEODERMA

Semi-automated disaggregation of conventional soil maps using knowledge driven data mining and classification trees

(2013) Travis W. Nauman et al.   GEODERMA

The dimensions of soil security

(2013) Alex McBratney et al.   GEODERMA

Selection of a taxonomic level for soil mapping using diversity and map purity indices: A case study from an Iranian arid region

(2013) A. Jafari et al.   GEOMORPHOLOGY

Using the ARP-03 for high-resolution mapping of calcic horizons

(2013) S. Priori et al.   International Agrophysics

Comparison between detailed digital and conventional soil maps of an area with complex geology

(2013) Osmar Bazaglia Filho et al.   REVISTA BRASILEIRA DE CIENCIA DO SOLO

Rock damage and regolith transport by frost: an example of climate modulation of the geomorphology of the critical zone

(2012) Robert S. Anderson et al.   EARTH SURFACE PROCESSES AND LANDFORMS

The Dokuchaev hypothesis as a basis for predictive digital soil mapping (on the 125th anniversary of its publication)

(2012) I. V. Florinsky   EURASIAN SOIL SCIENCE

Spatial prediction of USDA- great soil groups in the arid Zarand region, Iran: comparing logistic regression approaches to predict diagnostic horizons and soil types

(2012) A. Jafari et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Spatial disaggregation of complex soil map units: A decision-tree based approach in Bavarian forest soils

(2012) Tim Häring et al.   GEODERMA

Contrasting soil penetration resistance values acquired from dynamic and motor-operated penetrometers

(2012) Budiman Minasny   GEODERMA

Associations between soil carbon and ecological landscape variables at escalating spatial scales in Florida, USA

(2012) Gustavo M. Vasques et al.   LANDSCAPE ECOLOGY

Efficiency Comparison of Conventional and Digital Soil Mapping for Updating Soil Maps

(2012) Bas Kempen et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Gully erosion prediction across a large region: Murray - Darling Basin, Australia

(2012) Andrew O. Hughes et al.   Soil Research

A quantitative model for integrating landscape evolution and soil formation

(2012) T. Vanwalleghem et al.   JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

Geophysical and remote sensing-based approach to model regolith thickness in a data-sparse environment

(2011) Muhammad Shafique et al.   CATENA

Simulation of soil types in Teramo province (Central Italy) with terrain parameters and remote sensing data

(2011) Alessandro Marchetti et al.   CATENA

Bottom-up digital soil mapping. II. Soil series classes

(2011) Nathan P. Odgers et al.   GEODERMA

Peak functions for modeling high resolution soil profile data

(2011) D. Brenton Myers et al.   GEODERMA

Bottom-up digital soil mapping. I. Soil layer classes

(2011) Nathan P. Odgers et al.   GEODERMA

Three-dimensional mapping of soil organic matter content using soil type–specific depth functions

(2011) B. Kempen et al.   GEODERMA

On digital soil assessment with models and the Pedometrics agenda

(2011) Peter A. Finke   GEODERMA

A weathering intensity index for the Australian continent using airborne gamma-ray spectrometry and digital terrain analysis

(2011) John Wilford   GEODERMA

Regional mapping of soil parent material by machine learning based on point data

(2011) Marine Lacoste et al.   GEOMORPHOLOGY

Digital Soil Mapping and Modeling at Continental Scales: Finding Solutions for Global Issues

(2011) S. Grunwald et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Mapping Depth to Argillic Soil Horizons Using Apparent Electrical Conductivity

(2010) K. A. Sudduth et al.   JOURNAL OF ENVIRONMENTAL AND ENGINEERING GEOPHYSICS

The mARM3D spatially distributed soil evolution model: Three-dimensional model framework and analysis of hillslope and landform responses

(2010) Sagy Cohen et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The ConMap approach for terrain-based digital soil mapping

(2009) T. Behrens et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Modelling the three-dimensional spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium)

(2009) J. Meersmans et al.   GEODERMA

Multi-criteria characterization of recent digital soil mapping and modeling approaches

(2009) S. Grunwald   GEODERMA

The mARM spatially distributed soil evolution model: A computationally efficient modeling framework and analysis of hillslope soil surface organization

(2009) Sagy Cohen et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Reconstructing the paleotopography beneath the loess cover with the aid of an electromagnetic induction sensor

(2008) Timothy Saey et al.   CATENA

Modelling chemical depletion profiles in regolith

(2008) S.L. Brantley et al.   GEODERMA

Numerical classification of soil profile data using distance metrics

(2008) F. Carré et al.   GEODERMA

Extrapolating regional soil landscapes from an existing soil map: Sampling intensity, validation procedures, and integration of spatial context

(2007) Clovis Grinand et al.   GEODERMA